Scholar
Yan Zhu (朱岩)
Google Scholar ID: sC4bSoEAAAAJ
University of Hong Kong
Citations & Impact
Citations
213
H-index
7
i10-index
7
Publications
14
Co-authors
0
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published papers in top journals including Nature Communications, Physical Review Letters, and npj Quantum Information. Specific publications include:
- - Flexible learning of quantum states with generative query neural networks
- - Quantum Similarity Testing with Convolutional Neural Networks
- - Learning quantum properties from short-range correlations using multi-task networks
- - Predictive Modelling of Quantum Process with Neural Networks
- - Flexible Error Mitigation of Quantum Processes with Data Augmentation Empowered Neural Model
- Received the HKU Foundation Publication Award for Research Postgraduate Students in 2023.
Research Experience
- Presented at multiple international conferences, such as the 6th Quantum Techniques in Machine Learning (QTML) in Naples, Italy in November 2022, and the 23rd Asian Quantum Information Science Conference (AQIS) at KIAS, Korea in August 2023.
Education
- Bachelor in Computer Science from Zhejiang University (2019); PhD in Computer Science from the University of Hong Kong (2024; supervisor: Giulio Chiribella).
Background
- Currently a Research Assistant Professor at the Quantum Information and Computation Initiative at the University of Hong Kong. Research interests include AI for Science and Quantum Machine Learning, with a recent focus on representation learning of quantum systems.
Co-authors